# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "projpred" in publications use:' type: software license: GPL-3.0-only title: 'projpred: Projection Predictive Feature Selection' version: 2.9.0 identifiers: - type: doi value: 10.32614/CRAN.package.projpred - type: url value: https://discourse.mc-stan.org abstract: Performs projection predictive feature selection for generalized linear models (Piironen, Paasiniemi, and Vehtari, 2020, ) with or without multilevel or additive terms (Catalina, Bürkner, and Vehtari, 2022, ), for some ordinal and nominal regression models (Weber, Glass, and Vehtari, 2025, ), and for many other regression models (using the latent projection by Catalina, Bürkner, and Vehtari, 2021, , which can also be applied to most of the former models). The package is compatible with the 'rstanarm' and 'brms' packages, but other reference models can also be used. See the vignettes and the documentation for more information and examples. authors: - family-names: Piironen given-names: Juho email: juho.t.piironen@gmail.com - family-names: Paasiniemi given-names: Markus - family-names: Catalina given-names: Alejandro email: alecatfel@gmail.com - family-names: Weber given-names: Frank - family-names: Martin given-names: Osvaldo email: aloctavodia@gmail.com - family-names: Vehtari given-names: Aki preferred-citation: type: generic title: 'projpred: Projection Predictive Feature Selection' authors: - family-names: Piironen given-names: Juho email: juho.t.piironen@gmail.com - family-names: Paasiniemi given-names: Markus - family-names: Catalina given-names: Alejandro email: alecatfel@gmail.com - family-names: Weber given-names: Frank - family-names: Martin given-names: Osvaldo email: aloctavodia@gmail.com - family-names: Vehtari given-names: Aki year: '2025' notes: R package version 2.9.0 url: https://mc-stan.org/projpred/ repository: https://r-multiverse.r-universe.dev repository-code: https://github.com/stan-dev/projpred/issues/ commit: b14ecf10701f481710ea5f61133cbfa8b5b4811b url: https://mc-stan.org/projpred/ date-released: '2025-07-08' contact: - family-names: Martin given-names: Osvaldo email: aloctavodia@gmail.com references: - type: article title: Comparison of Bayesian Predictive Methods for Model Selection authors: - family-names: Piironen given-names: Juho - family-names: Vehtari given-names: Aki year: '2017' journal: Statistics and Computing volume: '27' issue: '3' doi: 10.1007/s11222-016-9649-y start: '711' end: '735' - type: article title: 'Projective Inference in High-Dimensional Problems: Prediction and Feature Selection' authors: - family-names: Piironen given-names: Juho - family-names: Paasiniemi given-names: Markus - family-names: Vehtari given-names: Aki year: '2020' journal: Electronic Journal of Statistics volume: '14' issue: '1' doi: 10.1214/20-EJS1711 start: '2155' end: '2197' - type: conference-paper title: Projection Predictive Inference for Generalized Linear and Additive Multilevel Models authors: - family-names: Catalina given-names: Alejandro - family-names: Bürkner given-names: Paul-Christian - family-names: Vehtari given-names: Aki collection-title: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics collection-type: proceedings editors: - family-names: Camps-Valls given-names: Gustau - family-names: Ruiz given-names: Francisco J. R. - family-names: Valera given-names: Isabel year: '2022' volume: '151' publisher: name: PMLR url: https://proceedings.mlr.press/v151/catalina22a.html start: '4446' end: '4461' conference: name: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics - type: article title: Projection Predictive Variable Selection for Discrete Response Families with Finite Support authors: - family-names: Weber given-names: Frank - family-names: Glass given-names: Änne - family-names: Vehtari given-names: Aki year: '2025' volume: '40' issue: '2' journal: Computational Statistics doi: 10.1007/s00180-024-01506-0 start: '701' end: '721' - type: generic title: Latent Space Projection Predictive Inference authors: - family-names: Catalina given-names: Alejandro - family-names: Bürkner given-names: Paul - family-names: Vehtari given-names: Aki year: '2021' publisher: name: arXiv doi: 10.48550/arXiv.2109.04702 - type: article title: Advances in Projection Predictive Inference authors: - family-names: McLatchie given-names: Yann - family-names: Rögnvaldsson given-names: Sölvi - family-names: Weber given-names: Frank - family-names: Vehtari given-names: Aki year: '2025' journal: Statistical Science volume: '40' issue: '1' doi: 10.1214/24-STS949 start: '128' end: '147' - type: conference-paper title: Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data authors: - family-names: Magnusson given-names: Måns - family-names: Andersen given-names: Michael Riis - family-names: Jonasson given-names: Johan - family-names: Vehtari given-names: Aki collection-title: Proceedings of The 23rd International Conference on Artificial Intelligence and Statistics collection-type: proceedings editors: - family-names: Chiappa given-names: Silvia - family-names: Calandra given-names: Roberto year: '2020' volume: '108' publisher: name: PMLR url: https://proceedings.mlr.press/v108/magnusson20a.html start: '341' end: '351' conference: name: Proceedings of The 23rd International Conference on Artificial Intelligence and Statistics